{"meta":{"query_hash":"f1f324728418","filters":{"venue":"Zed Books"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f1f324728418","api":"https://metacan.xera.ac/api/v1/cohort?venue=Zed+Books"},"results":[{"id":"W3125811806","doi":"10.5040/9781350221512.ch-009","title":"Alignment and Autonomy: Food Systems in Canada","year":2012,"lang":"en","type":"book-chapter","venue":"Zed Books","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Political science; Law","score_opus":0.02285568656506201,"score_gpt":0.182884365455253,"score_spread":0.16002867889019098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125811806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03072065,0.027874859,0.0028207432,0.029659146,0.0005281814,0.00006378614,0.0004647194,0.00008917041,0.90777874],"genre_scores_gemma":[0.6299845,0.023133634,0.0028292283,0.0018305822,0.000110205874,0.00005235545,0.00030774076,0.00008077489,0.341671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909043,0.00007965822,0.000015812819,0.00008155892,0.0003622009,0.00037027363],"domain_scores_gemma":[0.99949646,0.000056052864,0.00002035307,0.000017458684,0.00019248825,0.00021715058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004988066,0.00043691442,0.0003316528,0.0011341155,0.0072333384,0.008479116,0.0011196337,0.0011198027,0.013011491],"category_scores_gemma":[0.0015544536,0.0003221796,0.0002136937,0.005563368,0.006373948,0.002019727,0.0016546028,0.0017910609,0.00056473044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002561084,0.00002112313,0.0021823081,0.00007100972,0.000008299546,0.00009719411,0.008167279,0.00186323,0.0001618076,0.8287688,0.07702542,0.08160784],"study_design_scores_gemma":[0.0000104463315,0.000012865086,0.012830223,0.00020346887,0.0000093063245,0.00005819144,0.012808621,0.0008777747,0.00012535224,0.12993626,0.843087,0.00004040271],"about_ca_topic_score_codex":0.9927982,"about_ca_topic_score_gemma":0.99678075,"teacher_disagreement_score":0.11257952,"about_ca_system_score_codex":0.11257952,"about_ca_system_score_gemma":0.17438437,"threshold_uncertainty_score":0.8168254},"labels":[],"label_agreement":null},{"id":"W4234440690","doi":"10.5040/9781350220720","title":"In the Way of Development","year":2004,"lang":"en","type":"book","venue":"Zed Books","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); State (computer science); Politics; Civil society; Political science; Agency (philosophy); Diversity (politics); Subject (documents); Globalization; Political economy; Sociology; Environmental ethics; Geography; Social science; Law","score_opus":0.01710369184337568,"score_gpt":0.2252702522109628,"score_spread":0.20816656036758713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234440690","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023100546,0.039291833,0.004379341,0.18169664,0.0052412245,0.000043712207,0.00011916651,0.00014790244,0.76677024],"genre_scores_gemma":[0.38110092,0.032897763,0.0072432524,0.069103725,0.0040312503,0.00032348308,0.00021203888,0.000455548,0.50463206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929883,0.0039577824,0.00016487142,0.0008406101,0.0010229493,0.0010254958],"domain_scores_gemma":[0.9977629,0.0007467095,0.00014312615,0.00049431826,0.0003890919,0.00046390208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037896337,0.00071165414,0.0008079454,0.0011937591,0.01004496,0.017944356,0.0012657039,0.004122854,0.015308532],"category_scores_gemma":[0.0055053043,0.0003176166,0.0004278133,0.0016995579,0.04672671,0.012706402,0.01066862,0.0098487865,0.003760414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044450294,0.0000057055495,0.00012519798,0.000047510555,0.0000037900377,0.000038773473,0.0069629303,0.000034108292,0.000031558342,0.9357379,0.04752319,0.009484741],"study_design_scores_gemma":[0.0000027467945,0.000006148027,0.00011361064,0.00022453026,0.000001912502,0.000050944753,0.004392458,0.000023608916,0.000029110199,0.116473064,0.87867653,0.0000053666863],"about_ca_topic_score_codex":0.0121409455,"about_ca_topic_score_gemma":0.016222067,"teacher_disagreement_score":0.9878591,"about_ca_system_score_codex":0.009054177,"about_ca_system_score_gemma":0.01108129,"threshold_uncertainty_score":0.06569302},"labels":[],"label_agreement":null},{"id":"W4239674702","doi":"10.5040/9781350221512","title":"NGOization","year":2012,"lang":"en","type":"book","venue":"Zed Books","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Immigration; Economic Justice; Politics; Political science; Social justice; Resistance (ecology); Investment (military); Sociology; Global justice; Media studies; Public relations; Library science; Public administration; Social science; Law; Ecology","score_opus":0.02387182690057996,"score_gpt":0.2706828187591672,"score_spread":0.24681099185858726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239674702","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007179305,0.007554062,0.00047583657,0.0071445326,0.0064853956,0.000045873836,0.00009316791,0.000091805654,0.97739124],"genre_scores_gemma":[0.008623079,0.004039616,0.00045450102,0.002473911,0.0012449232,0.00006361993,0.00014137856,0.000111960246,0.982847],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9994271,0.00012689595,0.000022874698,0.00009176558,0.00023994241,0.000091509864],"domain_scores_gemma":[0.9996118,0.00008495155,0.000021005375,0.000065625376,0.000114678405,0.00010210492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063183904,0.00042407776,0.00029347412,0.0010476301,0.003483969,0.0058570225,0.0009404993,0.001243853,0.12065565],"category_scores_gemma":[0.0014917317,0.00016232494,0.00026167062,0.0013099194,0.0018243124,0.00414509,0.0030912373,0.00213682,0.02789976],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018898863,0.000023243316,0.00017151947,0.00016936155,0.0000021164542,0.00014457417,0.0041672755,0.00005573203,0.00020648769,0.23685168,0.62780493,0.13038422],"study_design_scores_gemma":[4.2775525e-7,8.200046e-7,0.000031540603,0.000024401903,2.6862426e-7,0.000020238687,0.00022426351,0.0000045539805,0.000011900832,0.00091205694,0.99876887,6.0840244e-7],"about_ca_topic_score_codex":0.0065517486,"about_ca_topic_score_gemma":0.015563545,"teacher_disagreement_score":0.12065565,"about_ca_system_score_codex":0.003213347,"about_ca_system_score_gemma":0.0022277315,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null}]}